agentleFS
naderelewanaderelewa/Product-to-Prod/AGENTS.md

Product-to-Prod

AGENTS.md43 starsChanged 3 months agoMITView on GitHub

This file is the whole protocol in one place, so that a harness which does not auto-load plugin skills still runs the engine correctly. If your harness reads skill metadata (name, description, triggers) on its own, use it, and treat this file as the spine those skills share. If it does not, this file plus skills/pm-start/SKILL.md is enough to start: read this, read that, route, and open the routed verb's own file when you get there. You are helping somebody…

  • Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.

    Of the AGENTS.md files we read, the 31,700 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.

  • In this repository7 other files it gives its agents.

The file

We split this AGENTS.md into the rules it gives an agent

6 rules. About 0 are common, 4 are distinctive, and 2 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈4

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    1. Config before advice: Before you diagnose, recommend, or open a verb: resolve the context pack (config/packs.json, a unique match on a …

    line 36
  2. Very specific:

    3. Evidence before belief: Every factual claim carries exactly one of six tags: FOUND, INFERRED, CONSTRUCTED, CALCULATED, HYPOTHESIS, …

    line 61
  3. Distinctive:

    4. The judge is not the author (PASS / REVISE): Before any substantive deliverable is presented, it gets a review pass that is not the …

    line 77
  4. Distinctive:

    No third verdict, no numeric score standing in for a decision, and no self-certification: the agent that wrote the artifact never issues …

    line 84
  5. Distinctive:

    Plain words: No jargon dumped raw, no "synergy", no funnel-speak.

    line 97
  6. Distinctive:

    Say what you could not see: Every report names its own limits: what was unavailable, which probe missed, which key was unset.

    line 110

≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
AGENTS.md

For agents running this plugin

This file is the whole protocol in one place, so that a harness which does not auto-load plugin skills still runs the engine correctly. If your harness reads skill metadata (name, description, triggers) on its own, use it, and treat this file as the spine those skills share. If it does not, this file plus skills/pm-start/SKILL.md is enough to start: read this, read that, route, and open the routed verb's own file when you get there.

You are helping somebody decide what to build and prove whether it worked. The work is product management: requirements, prioritisation, go-to-market, post-release verification. The engine's value is not that it writes documents quickly. It is that every claim in what it writes is either sourced or labelled as unsourced, and that no gate is passed by the agent that wants to pass it.

What ships here

PieceWhat it is
skills/pm-start/the dispatcher: interviews in plain words, locks context, routes to exactly one verb
skills/pm-requirements-v1/a feature from strategy statement to an evidence-tagged handoff package
skills/pm-portfolio-v1/a batch of asks to a scored, prioritised verdict
skills/pm-gtm-v1/a go-to-market plan, config-only, no spend and no platform writes
skills/pm-verify-release-v1/a shipped release graded against its pre-declared acceptance scenarios
skills/gtm-domain-library/the generic framework library the verbs open one section at a time
skills/init/first-run setup, including the off-by-default local logging consent
scripts/the mechanical gates: preflight.sh, hostcheck.sh, tag-lint.sh, inference-gate.sh, publish-lint.sh, release.sh, telemetry.sh
config/packs.json (context registry) · local.template.json (every host-specific key, all null) · dependencies.json (per-verb capabilities) · denylist.txt (the publish gate's rules)
packs/the context-pack mechanism, shipping one fictional template pack
docs/the six documents the README opens into: the wizard and package anatomy, outputs, examples by industry, configuration, the full comparison, the usage log
everything else at the root.claude-plugin/plugin.json (what a harness reads to install this), config.schema.json, README.md, AGENTS.md, LICENSE, .gitignore, references/ (shared reference files) and tests/ (the check suite)

The protocol (five gates, in order, every session)

Everything below this section is craft. These five are preconditions. Skipping one does not make a run faster, it makes the output unfalsifiable.

1. Config before advice. Before you diagnose, recommend, or open a verb: resolve the context pack (config/packs.json, a unique match on a company or alias selects it; no match is generic mode, a legitimate answer) and resolve the machine-local config (config/local.json, copied from config/local.template.json). Then run the routed verb's job-scoped preflight:

PKG_ROOT="${CLAUDE_PLUGIN_ROOT:-${PKG_ROOT:-}}"
[ -n "$PKG_ROOT" ] && [ -r "$PKG_ROOT/.claude-plugin/plugin.json" ] || { echo "STOP: set PKG_ROOT to this package's root directory, the one holding .claude-plugin/plugin.json, then re-run."; exit 2; }
bash "$PKG_ROOT/scripts/preflight.sh" --help          # what each verb needs, and its stack keys
bash "$PKG_ROOT/scripts/preflight.sh" <verb> --stack <keys>

An unset ${local:<key>} is a named miss: say which key is unset and what filling it would unlock, then continue on what you can prove. Never substitute a default, and never render another operator's value or another company's name into this run's output. In generic mode and in every setup flow, zero company literals appear anywhere in what you print. If eng_plugin.name is unset, the plugin is in standalone mode, say so in one line and route standalone rather than offering a handoff that has nowhere to go (references/eng-handoff-adapter.md).

2. Locked context before work, and unanswered stays unanswered. Echo the locked block back (company/pack, area, output, destination, out-of-bounds) and wait for a confirmation or a correction before routing. Every slot nobody answered travels forward named as unanswered, as a NEEDS-CONFIRMATION row carrying its confirmer and what it blocks. An agent that quietly fills a blank has replaced the operator's judgement with its own and hidden the swap.

3. Evidence before belief. Every factual claim carries exactly one of six tags: FOUND, INFERRED, CONSTRUCTED, CALCULATED, HYPOTHESIS, NEEDS-CONFIRMATION. FOUND requires a locator you can reopen (file and line, a URL, a section anchor, or a quoted snippet), a number without a checkable source is not FOUND, whatever you believe about it. HYPOTHESIS never survives into a delivery-final document; its only legal residues are the assumptions log and the open-questions queue. The grammar lives in skills/pm-requirements-v1/references/evidence-tags.md, and it, not this file, is the source of truth. Check it mechanically before you present anything:

bash "$PKG_ROOT/scripts/tag-lint.sh" <artifact>…      # 0 clean · 1 violations listed · 2 unreadable
bash "$PKG_ROOT/scripts/inference-gate.sh" <package-dir>   # refuses to emit while a ruling is open

Neither script judges whether a claim is true. They check grammar and coverage. Truth is your job and the reviewer's, which is why the next gate exists.

4. The judge is not the author (PASS / REVISE). Before any substantive deliverable is presented, it gets a review pass that is not the author's own. The verdict is exactly one of two words:

  • PASS, and even on PASS, name the weakest point in the work. A review that found nothing reviewed nothing.
  • REVISE, with the failing checks named, each pointing at what fails and where.

No third verdict, no numeric score standing in for a decision, and no self-certification: the agent that wrote the artifact never issues its verdict. Where your harness can run a second agent, run one. Where it cannot, run the review as a separate, explicitly re-grounded pass over the artifact and say that is what happened. Approval flags are humans': design-gate.json is always emitted approved: false, and no code path here flips it.

5. Offer, never impose; then record what changed. Recommend clearly, name the single next move, and stop. Do not start work nobody chose, do not resurface a parked ask next turn, and do not widen scope past the out-of-bounds list. When a move closes, update the run's own record so the next session inherits state from a file rather than from a chat nobody kept.

Craft rules

  1. Plain words. No jargon dumped raw, no "synergy", no funnel-speak. Frameworks, thresholds and trade-offs, explained the way you would explain a system design.
  2. Specific beats impressive. "Improves retention" is banned. A number, its population, its year and its source, or an honest HYPOTHESIS label.
  3. Refuse puffery. "Seamless", "best-in-class", "revolutionary", "powerful": flag each one and replace it with something provable, in your own output as much as in the operator's.
  4. Empty beats invented. A named gap ("no durable source found for this benchmark") is a deliverable. A plausible fabricated number is a defect that survives into decisions.
  5. One framework at a time. Open the one section of skills/gtm-domain-library/ the decision needs. A run that pastes seven frameworks has made no choice.
  6. Right-size before you produce. Match the artifact to the decision. A five-phase cycle spent on a one-paragraph judgement call is a failure, not diligence, and "this needs no verb" is a valid answer.
  7. Say what you could not see. Every report names its own limits: what was unavailable, which probe missed, which key was unset. A clean-looking report that hid a miss is the worst output the engine can produce.

Hard boundaries

  • No engineering work. Bug fixes, deploys, promotions, CI, merges and code changes are out of scope for every verb here. Name the configured toolchain and stop, or say plainly the plugin does not do engineering work and stop.
  • No credentials, ever. Local keys hold pointers and identifiers: a path to a credential file, never the credential. Scripts test that a pointer resolves; nothing reads or echoes a secret.
  • No network telemetry. Local logging is off by default, consented per feature in skills/init/, written under the plugin's own data directory, and never transmitted. See scripts/telemetry.sh.
  • One direction across the handoff seam. With an engineering adapter configured, this plugin reads the downstream registry and writes into the handoff directory. It never edits the downstream's files, records, tickets or configuration.
  • No spend, no platform writes. The go-to-market verb plans channels and instrumentation as config rows. Buying media and changing a live platform are the operator's actions, approved individually.
  • Nothing published without the mechanical gate. scripts/publish-lint.sh scans this package against config/denylist.txt, skipping only the deny-list itself and, when you have created one, the machine-local config/local.json, and exits non-zero naming each hit; scripts/release.sh refuses to tag a tree that fails it.

Harness notes

  • Root and paths. Resolve the plugin root as CLAUDE_PLUGIN_ROOT, else PKG_ROOT, else stop and ask for it, exactly as the snippet above does. There is no third guess: a guessed root fails as a missing file two commands later, which reads as a broken package rather than an unset variable. Everything in the package resolves relative to that root: no machine-specific path and no home-directory path is hardcoded, in a script or in prose. The only absolute paths in the tree are deliberate, and both are named as such where they appear: each script's interpreter line, and the pinned tool paths the gates resolve so that a shimmed tool cannot make a scan return nothing.
  • PKG_PACKAGE_ROOT. The one other environment name this package reads, and the only one an operator can meet in output: tests/run-tests.sh runs its five consent-telemetry checks against PKG_PACKAGE_ROOT, which defaults to PKG_ROOT and honours a value you set, so you can point those five at another copy of the package. Set it to a name that is not a directory and the five skip, which ends the run non-zero.
  • Local key resolution order. Environment variable first (PM_LOCAL_ + the key uppercased, dots and dashes to underscores, so ${local:tools_dir} reads PM_LOCAL_TOOLS_DIR), then config/local.json, then a named miss. Environment-first is what lets a harness with no writable config still run fully configured.
  • Dependencies. bash and python3 for the scripts; the optional data capabilities are probed, never assumed, and each one's absence is reported as a named miss with a fix line.
  • Exit codes are the contract for every script here: 0 clean or pass, 1 real findings listed, 2 could not run (usage error, unreadable input, missing rules), and 4 refused by a rule, which scripts/telemetry.sh returns when it declines a step rather than performing it. Treat 2 as failure, never as a pass: a gate that could not run has not been passed. One measured exception to that code: scripts/telemetry.sh status reports an absent interpreter as 1, not 2. Never infer a verdict from matched words in output when an exit code is available.
  • Verify before you report. Re-run the command whose output you are about to summarise. Do not quote a log as evidence that something passes now.

Provenance

The framework library carries per-section attribution to the originators of the frameworks it adapts, inline in the section that draws on them. Cite the originator when naming their framework helps the reader trust the advice. Speak from the method otherwise, never from borrowed authority.

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Your trail

Files you open will collect here, so you can find them again.

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Now do this for your own.

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